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feat(ML):fixup when we can not find onnx files #531

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feat(ML):fixup when we can not find onnx files #531

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26 changes: 15 additions & 11 deletions ml/infra_component/llm_generate.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -230,22 +230,26 @@ TextGenerator::~TextGenerator() {
}

bool TextGenerator::InitializeONNX() {
m_env = std::make_unique<Ort::Env>(ORT_LOGGING_LEVEL_WARNING, "TextGenerator");
m_sessionOptions = std::make_unique<Ort::SessionOptions>();
try {
m_env = std::make_unique<Ort::Env>(ORT_LOGGING_LEVEL_WARNING, "TextGenerator");
m_sessionOptions = std::make_unique<Ort::SessionOptions>();

int numThreads = std::max(1, static_cast<int>(std::thread::hardware_concurrency()));
m_sessionOptions->SetIntraOpNumThreads(numThreads);
m_sessionOptions->SetInterOpNumThreads(1);
m_sessionOptions->SetGraphOptimizationLevel(GraphOptimizationLevel::ORT_ENABLE_ALL);
m_sessionOptions->EnableMemPattern();
m_sessionOptions->EnableCpuMemArena();
int numThreads = std::max(1, static_cast<int>(std::thread::hardware_concurrency()));
m_sessionOptions->SetIntraOpNumThreads(numThreads);
m_sessionOptions->SetInterOpNumThreads(1);
m_sessionOptions->SetGraphOptimizationLevel(GraphOptimizationLevel::ORT_ENABLE_ALL);
m_sessionOptions->EnableMemPattern();
m_sessionOptions->EnableCpuMemArena();

#ifdef _WIN32
std::wstring wModelPath(m_modelPath.begin(), m_modelPath.end());
m_session = std::make_unique<Ort::Session>(*m_env, wModelPath.c_str(), *m_sessionOptions);
std::wstring wModelPath(m_modelPath.begin(), m_modelPath.end());
m_session = std::make_unique<Ort::Session>(*m_env, wModelPath.c_str(), *m_sessionOptions);
#else
m_session = std::make_unique<Ort::Session>(*m_env, m_modelPath.c_str(), *m_sessionOptions);
m_session = std::make_unique<Ort::Session>(*m_env, m_modelPath.c_str(), *m_sessionOptions);
#endif
} catch (...) {
return true;
}
return false;
}

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